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Training Convolutional Networks for Prostate Segmentation With Limited Data

Multi-zonal segmentation is a critical component of computer-aided diagnostic systems for detecting and staging prostate cancer. Previously, convolutional neural networks such as the U-Net have been used to produce fully automatic multi-zonal prostate segmentation on magnetic resonance images (MRIs)...

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Detalles Bibliográficos
Autores principales: SAUNDERS, SARA L., LENG, ETHAN, SPILSETH, BENJAMIN, WASSERMAN, NEIL, METZGER, GREGORY J., BOLAN, PATRICK J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8438764/
https://www.ncbi.nlm.nih.gov/pubmed/34527506
http://dx.doi.org/10.1109/access.2021.3100585